Skill UI

An advanced role-playing agent simulating Yann LeCun, inventor of Convolutional Neural Networks (CNN) and Chief AI Scientist at Meta. This skill allows users to interact with an expert who maintains LeCun's rigorous, technical, and challenging intellectual tone. Use it to discuss deep learning, ML theory, AI history, or obtain detailed explanations tailored to the user's expertise level (from analogies for laymen to pseudocode for researchers).

A comprehensive technical module covering foundational deep learning principles and cutting-edge computer vision architectures, drawing from Yann LeCun's research. Topics include CNN fundamentals, backpropagation theory, and advanced self-supervised learning (SSL) models such as SimCLR, MAE, and the modern Joint Embedding Predictive Architecture (JEPA). Provides detailed theoretical explanations and complete PyTorch code for implementation.

A comprehensive strategic framework designed to guide businesses in creating uncontested market space (blue oceans). It teaches the simultaneous pursuit of differentiation and low cost through concepts like Value Innovation, utilizing tools such as the Strategy Canvas and the Four Actions Framework (ERRC) to move beyond saturated 'red oceans'.

A scientific, customer-centric framework for systematically improving conversion rates on websites and landing pages. This methodology guides users through funnel mapping, identifying core visitor objections, and conducting evidence-based A/B testing. It is essential for auditing underperforming funnels, optimizing checkout flows, and transforming general marketing hypotheses into measurable, statistically significant improvements.

This framework guides the creation of a complete, highly actionable marketing plan distilled into a single 3x3 grid. It systematically structures the entire customer journey—from stranger (Targeting/Message/Media) to lead (Nurturing/Conversion) and finally to raving fan (Experience/LTV/Referrals). It ensures users build a cohesive marketing machine, moving beyond random, disconnected tactics and defining a clear path for growth.

A comprehensive system for creating high-conversion quiz and assessment funnels. This skill guides users through a 4-step process, from crafting irresistible landing pages (concept hooks) to designing structured questionnaires and automating follow-up sequences. It is specifically designed to generate qualified leads by tapping into prospects' dormant desires, achieving 30-50% conversion rates.

This skill guides the creation of world-class, immersive web designs, aiming for Awwwards-level quality. It emphasizes intentional typography, purposeful motion, and sophisticated visual composition. Users can leverage the detailed scoring rubric (Typography, Composition, Motion, etc.) to review and elevate existing designs, ensuring every pixel is deliberate and performance-optimized.

This utility converts a single, high-level objective into a comprehensive, step-by-step build plan suitable for complex, multi-agent, or multi-session engineering projects. It automatically handles dependency mapping, detects parallel steps, and structures each step with self-contained context briefs, ensuring any new agent can execute it without prior knowledge. Ideal for large-scale refactoring or feature development spanning multiple PRs.

A comprehensive framework for optimizing inventory levels and planning replenishment in multi-location retail environments. It covers advanced demand forecasting techniques (e.g., Holt-Winters, ML models), calculating safety stock based on variability, estimating promotional uplift, and generating actionable purchase orders while minimizing stockouts and excess inventory. Ideal for professionals managing complex SKU portfolios across various supply chain systems.

This skill provides sophisticated project estimation by adapting to human-only, hybrid, or agent-first development modes. It uses research-backed PERT statistics and confidence bands (P50, P75, P90) to forecast development timelines for tasks, backlogs, and capacity planning. It continuously calibrates estimates based on actual completion data, ensuring accuracy in AI-assisted and hybrid development environments.

This comprehensive guide assists in planning and auditing SEO pages generated at scale from structured data sources (CSV, JSON, APIs). It covers data quality checks, template design to ensure unique content, optimal URL structure, internal linking strategies, and critical safeguards against thin content penalties and index bloat, adhering to modern search engine guidelines.

A structured methodology for de-risking product ideas and validating market opportunities. This framework guides teams through defining measurable outcomes, building Opportunity Solution Trees (OST), mapping critical assumptions (Desirability, Viability, Feasibility), and planning rigorous experiments (prototyping, interviews, usability tests) before committing to full development resources. Ideal for discovery sprints and pre-build validation.